2022
DOI: 10.1007/s41109-022-00482-y
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Venture capital investments through the lens of network and functional data analysis

Abstract: In this paper we characterize the performance of venture capital-backed firms based on their ability to attract investment. The aim of the study is to identify relevant predictors of success built from the network structure of firms’ and investors’ relations. Focusing on deal-level data for the health sector, we first create a bipartite network among firms and investors, and then apply functional data analysis to derive progressively more refined indicators of success captured by a binary, a scalar and a funct… Show more

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Cited by 3 publications
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